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Finite-Mixture Structural Equation Models for Response-Based Segmentation and Unobserved Heterogeneity

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Cited by:

  1. Clark, Andrew E. & Etile, Fabrice, 2006. "Don't give up on me baby: Spousal correlation in smoking behaviour," Journal of Health Economics, Elsevier, vol. 25(5), pages 958-978, September.
  2. Kerekes, Monika, 2012. "Growth miracles and failures in a Markov switching classification model of growth," Journal of Development Economics, Elsevier, vol. 98(2), pages 167-177.
  3. Sarstedt, Marko & Radomir, Lăcrămioara & Moisescu, Ovidiu Ioan & Ringle, Christian M., 2022. "Latent class analysis in PLS-SEM: A review and recommendations for future applications," Journal of Business Research, Elsevier, vol. 138(C), pages 398-407.
  4. Jan-Michael Becker & Christian Ringle & Marko Sarstedt & Franziska Völckner, 2015. "How collinearity affects mixture regression results," Marketing Letters, Springer, vol. 26(4), pages 643-659, December.
  5. Yaniv Dover & Jacob Goldenberg & Daniel Shapira, 2012. "Network Traces on Penetration: Uncovering Degree Distribution from Adoption Data," Marketing Science, INFORMS, vol. 31(4), pages 689-712, July.
  6. Latan, Hengky & Chiappetta Jabbour, Charbel Jose & Lopes de Sousa Jabbour, Ana Beatriz & de Camargo Fiorini, Paula & Foropon, Cyril, 2020. "Innovative efforts of ISO 9001-certified manufacturing firms: Evidence of links between determinants of innovation, continuous innovation and firm performance," International Journal of Production Economics, Elsevier, vol. 223(C).
  7. Yu Ding & Wayne S. DeSarbo & Dominique M. Hanssens & Kamel Jedidi & John G. Lynch & Donald R. Lehmann, 2020. "The past, present, and future of measurement and methods in marketing analysis," Marketing Letters, Springer, vol. 31(2), pages 175-186, September.
  8. Wayne S. DeSarbo & C. Anthony Di Benedetto & Kamel Jedidi & Michael Song, 2006. "Identifying Sources of Heterogeneity for Empirically Deriving Strategic Types: A Constrained Finite-Mixture Structural-Equation Methodology," Management Science, INFORMS, vol. 52(6), pages 909-924, June.
  9. Wayne S. DeSarbo & Alexandru M. Degeratu & Michel Wedel & M. Kim Saxton, 2001. "The Spatial Representation of Market Information," Marketing Science, INFORMS, vol. 20(4), pages 426-441, June.
  10. Azari Soufiani, Hossein & Diao, Hansheng & Lai, Zhenyu & Parkes, David C., 2013. "Generalized Random Utility Models with Multiple Types," Scholarly Articles 12363923, Harvard University Department of Economics.
  11. Schurer, Stefanie, 2008. "Discrete Heterogeneity in the Impact of Health Shocks on Labour Market Outcomes," Ruhr Economic Papers 71, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  12. Sandeep R. Chandukala & Jeffrey P. Dotson & Jeff D. Brazell & Greg M. Allenby, 2011. "Bayesian Analysis of Hierarchical Effects," Marketing Science, INFORMS, vol. 30(1), pages 123-133, 01-02.
  13. Maciejowska, Katarzyna, 2013. "Assessing the number of components in a normal mixture: an alternative approach," MPRA Paper 50303, University Library of Munich, Germany.
  14. Nicolas Depraetere & Martina Vandebroek, 2014. "Order selection in finite mixtures of linear regressions," Statistical Papers, Springer, vol. 55(3), pages 871-911, August.
  15. Andrew Clark & Fabrice Etilé & Fabien Postel-Vinay & Claudia Senik & Karine Van der Straeten, 2005. "Heterogeneity in Reported Well-Being: Evidence from Twelve European Countries," Economic Journal, Royal Economic Society, vol. 115(502), pages 118-132, March.
  16. Avlonitis, George J. & Panagopoulos, Nikolaos G., 2007. "Exploring the influence of sales management practices on the industrial salesperson: A multi-source hierarchical linear modeling approach," Journal of Business Research, Elsevier, vol. 60(7), pages 765-775, July.
  17. Temme, Dirk & Williams, John R. & Hildebrandt, Lutz, 2002. "Structural equation models for finite mixtures: Simulation results and empirical applications," SFB 373 Discussion Papers 2002,33, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  18. Allen, Jaime & Muñoz, Juan Carlos & Ortúzar, Juan de Dios, 2019. "On evasion behaviour in public transport: Dissatisfaction or contagion?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 626-651.
  19. repec:zbw:rwirep:0071 is not listed on IDEAS
  20. Amaral, Christopher & Kolsarici, Ceren, 2020. "The financial advice puzzle: The role of consumer heterogeneity in the advisor choice," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
  21. Jianan Wu & Wayne DeSarbo & Pu-Ju Chen & Yao-Yi Fu, 2006. "A latent structure factor analytic approach for customer satisfaction measurement," Marketing Letters, Springer, vol. 17(3), pages 221-238, July.
  22. Bernhard Swoboda & Cathrin Puchert & Dirk Morschett, 2016. "Explaining the differing effects of corporate reputation across nations: a multilevel analysis," Journal of the Academy of Marketing Science, Springer, vol. 44(4), pages 454-473, July.
  23. Chushu FAN, 2017. "Family Education," European Journal of Multidisciplinary Studies Articles, Revistia Research and Publishing, vol. 2, May Augus.
  24. V Kumar & Amalesh Sharma & Shaphali Gupta, 2017. "Accessing the influence of strategic marketing research on generating impact: moderating roles of models, journals, and estimation approaches," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 164-185, March.
  25. Joost M.E. Pennings & Raymond M. Leuthold, 1999. "Commodity Futures Contract Viability: A Multidisciplinary Approach," Finance 9905002, University Library of Munich, Germany.
  26. Hong-Tu Zhu & Sik-Yum Lee, 2001. "A Bayesian analysis of finite mixtures in the LISREL model," Psychometrika, Springer;The Psychometric Society, vol. 66(1), pages 133-152, March.
  27. Ralf van der Lans & Joseph A. Cote & Catherine A. Cole & Siew Meng Leong & Ale Smidts & Pamela W. Henderson & Christian Bluemelhuber & Paul A. Bottomley & John R. Doyle & Alexander Fedorikhin & Janaki, 2009. "Cross-National Logo Evaluation Analysis: An Individual-Level Approach," Marketing Science, INFORMS, vol. 28(5), pages 968-985, 09-10.
    • van der Lans, R.J.A. & Cote, J.A. & Cole, C.A. & Leong, S.M. & Smidts, A. & Henderson, P.W. & Bluemelhuber, C. & Bottomley, P.A. & Doyle, J.R. & Fedorikhin, A.S. & Janakiraman, M. & Ramaseshan, B. & S, 2008. "Cross-National Logo Evaluation Analysis: An Individual Level Approach," ERIM Report Series Research in Management ERS-2008-055-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
  28. Sarstedt, Marko & Salcher, André, 2007. "Modellselektion in Finite Mixture PLS-Modellen," Discussion Papers in Business Administration 1394, University of Munich, Munich School of Management.
  29. Hilger, James & Hanemann, W. Michael, 2008. "The Impact of Water Quality on Southern California Beach Recreation: A Finite Mixture Model Approach," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9v17r715, Department of Agricultural & Resource Economics, UC Berkeley.
  30. Ringle, Christian M., 2006. "Segmentation for path models and unobserved heterogeneity: The finite mixture partial least squares approach," MPRA Paper 10734, University Library of Munich, Germany.
  31. Conor Dolan & Han Maas, 1998. "Fitting multivariage normal finite mixtures subject to structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 63(3), pages 227-253, September.
  32. M. Deniz Dalman & Mari W. Buche & Junhong Min, 2019. "The Differential Influence of Identification on Ethical Judgment: The Role of Brand Love," Journal of Business Ethics, Springer, vol. 158(3), pages 875-891, September.
  33. Hilger, James & Hanemann, Michael, 2006. "Heterogeneous Preferences for Water Quality: A Finite Mixture Model of Beach Recreation in Southern California," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt0565c0b2, Department of Agricultural & Resource Economics, UC Berkeley.
  34. Seuk Yen Phoong & Shi Ling Khek & Seuk Wai Phoong, 2022. "The Bibliometric Analysis on Finite Mixture Model," SAGE Open, , vol. 12(2), pages 21582440221, May.
  35. Kiero Guerra-Peña & Zoilo Emilio García-Batista & Sarah Depaoli & Luis Eduardo Garrido, 2020. "Class enumeration false positive in skew-t family of continuous growth mixture models," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
  36. Zhong Li & Shan Jiang & Ruibo He & Yihan Dong & Zijin Pan & Chengzhong Xu & Fangfang Lu & Pei Zhang & Liang Zhang, 2018. "Trajectories of Hospitalization Cost Among Patients of End-Stage Lung Cancer: A Retrospective Study in China," IJERPH, MDPI, vol. 15(12), pages 1-12, December.
  37. Allen, Jaime & Muñoz, Juan Carlos & Ortúzar, Juan de Dios, 2019. "Understanding public transport satisfaction: Using Maslow's hierarchy of (transit) needs," Transport Policy, Elsevier, vol. 81(C), pages 75-94.
  38. Wu, Yinglu & Wu, Jianan, 2016. "The Impact of User Review Volume on Consumers' Willingness-to-Pay: A Consumer Uncertainty Perspective," Journal of Interactive Marketing, Elsevier, vol. 33(C), pages 43-56.
  39. Hildebrandt, Lutz & Görz, Nicole, 1999. "Zum Stand der Kausalanalyse mit Strukturgleichungsmodellen: Methodische Trends und Software-Entwicklungen," SFB 373 Discussion Papers 1999,46, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  40. Zrelli, Imen & Demnati, Haykel & Ben Yedder, Moez, 2019. "The effect of the interaction between tariff modulation and transparency on the customer's dissatisfaction: The case of Tunisia," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 1-10.
  41. Yi Feng & Jeffrey R. Harring, 2020. "Book ReviewStructural Equation Modeling: Applications using Mplus (Wang and Wang 2020)," Psychometrika, Springer;The Psychometric Society, vol. 85(2), pages 526-530, June.
  42. Williams, John & Temme, Dirk & Hildebrandt, Lutz, 2002. "A Monte Carlo study of structural equation models for finite mixtures," SFB 373 Discussion Papers 2002,48, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  43. Asim Ansari & Kamel Jedidi & Sharan Jagpal, 2000. "A Hierarchical Bayesian Methodology for Treating Heterogeneity in Structural Equation Models," Marketing Science, INFORMS, vol. 19(4), pages 328-347, August.
  44. Besa Shahini & Emil Frasheri, 2016. "Subtyping Gambling Acitivities: Case of Korca City, Albania," European Journal of Multidisciplinary Studies Articles, Revistia Research and Publishing, vol. 1, January -.
  45. Kim, Sung Hoo & Mokhtarian, Patricia L., 2023. "Finite mixture (or latent class) modeling in transportation: Trends, usage, potential, and future directions," Transportation Research Part B: Methodological, Elsevier, vol. 172(C), pages 134-173.
  46. Jolynn Pek & R. Philip Chalmers & Bethany E. Kok & Diane Losardo, 2015. "Visualizing Confidence Bands for Semiparametrically Estimated Nonlinear Relations Among Latent Variables," Journal of Educational and Behavioral Statistics, , vol. 40(4), pages 402-423, August.
  47. Cortiñas, Mónica & Chocarro, Raquel & Villanueva, María Luisa, 2010. "Understanding multi-channel banking customers," Journal of Business Research, Elsevier, vol. 63(11), pages 1215-1221, November.
  48. Dylan Molenaar, 2015. "Heteroscedastic Latent Trait Models for Dichotomous Data," Psychometrika, Springer;The Psychometric Society, vol. 80(3), pages 625-644, September.
  49. Schlittgen, Rainer & Ringle, Christian M. & Sarstedt, Marko & Becker, Jan-Michael, 2016. "Segmentation of PLS path models by iterative reweighted regressions," Journal of Business Research, Elsevier, vol. 69(10), pages 4583-4592.
  50. Katarzyna Maciejowska, 2010. "Estimation Methods Comparison of SVAR Models with a Mixture of Two Normal Distributions," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 2(4), pages 279-314, September.
  51. Heungsun Hwang & Wayne Desarbo & Yoshio Takane, 2007. "Fuzzy Clusterwise Generalized Structured Component Analysis," Psychometrika, Springer;The Psychometric Society, vol. 72(2), pages 181-198, June.
  52. Casey Codd & Robert Cudeck, 2014. "Nonlinear Random-Effects Mixture Models for Repeated Measures," Psychometrika, Springer;The Psychometric Society, vol. 79(1), pages 60-83, January.
  53. Sebri, Mouna & Zaccour, Georges, 2017. "Cross-country differences in private-label success: An exploratory approach," Journal of Business Research, Elsevier, vol. 80(C), pages 116-126.
  54. Rocío Hernández-Sanjaime & Martín González & Jose J. López-Espín, 2020. "Estimation of Multilevel Simultaneous Equation Models through Genetic Algorithms," Mathematics, MDPI, vol. 8(12), pages 1-12, November.
  55. Joti kumari & Jai Kumar, 2023. "Influence of motivation on teachers’ job performance," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
  56. Terry Elrod & Gerald Häubl & Steven Tipps, 2012. "Parsimonious Structural Equation Models for Repeated Measures Data, with Application to the Study of Consumer Preferences," Psychometrika, Springer;The Psychometric Society, vol. 77(2), pages 358-387, April.
  57. Nalan Baştürk & Richard Paap & Dick van Dijk, 2012. "Structural differences in economic growth: an endogenous clustering approach," Applied Economics, Taylor & Francis Journals, vol. 44(1), pages 119-134, January.
  58. Geweke, John, 2007. "Interpretation and inference in mixture models: Simple MCMC works," Computational Statistics & Data Analysis, Elsevier, vol. 51(7), pages 3529-3550, April.
  59. Nalan Basturk & Richard Paap & Dick van Dijk, 2008. "Structural Differences in Economic Growth," Tinbergen Institute Discussion Papers 08-085/4, Tinbergen Institute.
  60. Alexis E. Zavez & Emeir M. McSorley & Alison J. Yeates & Sally W. Thurston, 2023. "A Bayesian Partial Membership Model for Multiple Exposures with Uncertain Group Memberships," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(3), pages 377-400, September.
  61. Ringle, Christian M. & Sarstedt, Marko & Schlittgen, Rainer & Taylor, Charles R., 2013. "PLS path modeling and evolutionary segmentation," Journal of Business Research, Elsevier, vol. 66(9), pages 1318-1324.
  62. Mahsa Samsami & Ralf Wagner, 2021. "Investment Decisions with Endogeneity: A Dirichlet Tree Analysis," JRFM, MDPI, vol. 14(7), pages 1-19, July.
  63. Ceren Ozgen & Thomas de Graff, 2013. "Sorting out the impact of cultural diversity on innovative firms. An empirical analysis of Dutch micro-data," Norface Discussion Paper Series 2013012, Norface Research Programme on Migration, Department of Economics, University College London.
  64. Christian Homburg, 2007. "Betriebswirtschaftslehre als Empirische Wissenschaft — Bestandsaufnahme und Empfehlungen," Schmalenbach Journal of Business Research, Springer, vol. 59(56), pages 27-60, January.
  65. Eisenbeiss, Maik & Blechschmidt, Boris & Backhaus, Klaus & Freund, Philipp Alexander, 2012. "“The (Real) World Is Not Enough:” Motivational Drivers and User Behavior in Virtual Worlds," Journal of Interactive Marketing, Elsevier, vol. 26(1), pages 4-20.
  66. Schuldt, Johannes & Doktor, Anna & Lichters, Marcel & Vogt, Bodo & Robra, Bernt-Peter, 2017. "Insurees’ preferences in hospital choice—A population-based study," Health Policy, Elsevier, vol. 121(10), pages 1040-1046.
  67. Fabrice Etilé, 2006. "Who does the hat fit? Teenager heterogeneity and the effectiveness of information policies in preventing cannabis use and heavy drinking," Health Economics, John Wiley & Sons, Ltd., vol. 15(7), pages 697-718, July.
  68. Dickinger, Astrid & Kleijnen, Mirella, 2008. "Coupons going wireless: Determinants of consumer intentions to redeem mobile coupons," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 23-39.
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  78. Kerekes, Monika, 2009. "Growth miracles and failures in a Markov switching classification model of growth," Discussion Papers 2009/11, Free University Berlin, School of Business & Economics.
  79. Stefanie Schurer, 2008. "Discrete Heterogeneity in the Impact of Health Shocks on Labour Market Outcomes," Ruhr Economic Papers 0071, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
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